Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "68"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 68 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 255 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 233 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_11505/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 68, Node 3:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.130250 -0.502331 -0.339280 -0.293684 -0.812076 -1.466881 -0.376212 -1.048745 0.0736 0.0572 0.0022 1.223395 1.210652
2459593 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.047804 -0.211800 -0.615505 0.004651 -0.817944 -0.945518 -0.943005 -1.091630 0.0802 0.0651 0.0031 1.221879 1.199210
2459592 digital_ok 100.00% 100.00% 100.00% 0.00% - - 33.930956 35.864065 inf inf 30.931105 38.155363 91.252882 63.657588 nan nan nan nan nan
2459591 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.159986 -0.913186 -0.777341 0.381509 -0.813650 -1.160187 -0.911202 -1.086801 0.0878 0.0711 0.0036 1.270441 1.246514
2459590 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.383220 -0.833015 -0.825698 0.892149 -0.927585 -0.220002 -0.821348 -0.780619 0.0788 0.0709 0.0041 1.305371 1.273179
2459589 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.007197 -0.587033 -1.035406 0.485659 -0.781857 -0.861758 -1.202164 -0.942176 0.0724 0.0569 0.0028 1.219016 1.194997
2459588 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 196.430826 226.064789 inf inf 21.760692 26.617422 48.102640 17.691133 nan nan nan 0.000000 0.000000
2459587 digital_ok 100.00% - - - 100.00% 0.00% 0.731515 -0.034669 0.225296 -0.231960 -1.594410 0.916596 -4.675000 -0.955971 nan nan nan 58.788171 44.510451
2459586 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.021410 -0.522812 0.232676 0.423853 0.079729 -0.382935 -0.376910 -0.424622 0.0638 0.0630 0.0033 1.243209 1.213844
2459585 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.634901 0.873291 1.835036 2.413672 3.560284 4.113313 3.007576 -0.187676 0.0303 0.0294 0.0015 0.000000 0.000000
2459584 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.327663 -0.016634 -0.452127 1.275797 9.683282 1.189246 -0.650238 0.010298 0.0595 0.0582 0.0038 10.998148 1.083539
2459583 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.954940 -0.586414 0.489113 -0.063992 -0.808376 -0.228178 -1.072412 -0.639196 0.0620 0.0659 0.0038 0.000000 0.000000
2459582 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 292.145947 298.000706 inf inf 11593.313657 11421.335476 6071.095741 6066.244488 nan nan nan 0.000000 0.000000
2459581 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.908657 -0.444902 0.055195 -0.103998 -1.018467 0.003229 -0.852919 -0.480391 0.0618 0.0606 0.0033 1.260713 1.256576
2459580 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459579 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.869854 -0.481247 1.185812 -0.025572 -0.887997 0.139904 -0.968581 -0.886530 0.0625 0.0578 0.0035 1.176560 1.175502
2459578 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.116746 0.620649 -0.466255 -0.210252 -0.629961 -0.847957 -0.422465 -1.172357 0.0284 0.0279 0.0015 nan nan
2459577 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.734955 -0.525045 0.224349 -0.356871 -0.812613 -0.699720 -1.057186 -0.955676 0.0565 0.0564 0.0026 1.239583 1.232607
2459576 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.676311 -0.408642 0.141870 -0.697732 -0.100372 -0.608697 -0.890993 -0.799568 0.0683 0.0587 0.0042 1.193426 1.188045
2459575 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.096843 1.514119 0.122014 -0.564616 -0.942630 1.115637 -0.227783 -0.679921 0.0640 0.0599 0.0039 1.091035 1.094795
2459574 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.627172 -0.273500 -0.123142 -0.653421 -0.772575 -0.840842 -1.105843 -0.973913 0.0590 0.0554 0.0027 1.226641 1.221550
2459573 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.690568 -0.103912 1.079590 0.240031 -0.847589 1.260019 -1.082533 -0.643887 0.0646 0.0598 0.0034 0.881917 0.883327
2459572 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.823000 -0.523632 0.088104 -0.586943 -0.631493 -0.018334 -0.874639 -0.699787 0.0634 0.0650 0.0047 1.273727 1.270149
2459571 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.311186 0.553251 -0.390368 -0.359339 -1.236526 0.667615 -0.478489 -1.321943 0.0295 0.0276 0.0015 nan nan
2459570 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.387553 -0.609636 0.013971 -0.589057 -0.533240 -0.794779 -0.424720 -0.800774 0.0665 0.0622 0.0027 1.238955 1.238439
2459566 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.580526 -0.252783 0.259573 -0.109546 -0.675603 -0.497663 -0.923707 -0.488026 0.0553 0.0584 0.0040 1.171345 1.173830
2459565 digital_ok 0.00% - - - 100.00% 0.00% -1.261715 -1.261715 -1.175854 -1.175854 -0.877508 -0.877508 -0.954097 -0.954097 nan nan nan 0.000000 0.000000
2459564 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.091087 -0.099421 -0.328538 0.315433 1.342231 1.275635 -0.472551 0.059813 0.0676 0.0721 0.0060 1.205033 1.203383
2459563 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.030879 0.440329 -0.303491 0.921643 -1.243102 -0.635367 -0.731844 -0.771350 0.0628 0.0701 0.0061 1.120098 1.117940
2459562 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.901507 -0.985165 -0.891149 -0.540289 -0.243305 -0.036676 -0.343722 -0.256617 0.0636 0.0712 0.0057 1.210270 1.209906
2459561 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.874379 -0.930167 -1.074010 -0.751450 -0.291604 -0.429446 -0.688307 -0.674575 0.0625 0.0679 0.0067 1.209951 1.205566
2459560 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.652885 -0.955939 -0.858375 -0.720896 -0.151474 -0.480854 -0.398938 -0.564330 0.0614 0.0585 0.0036 1.201540 1.202253
2459559 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -1.093950 -1.185628 -0.986098 -0.790374 -0.396034 -0.551831 -0.378997 -0.503110 0.0579 0.0582 0.0041 1.190385 1.189487
2459558 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.795457 -0.500876 0.948216 0.027376 -0.874391 -0.204118 -1.040862 -0.933569 0.0645 0.0678 0.0049 1.218519 1.218679
2459557 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0288 0.0278 0.0014 nan nan
2459556 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.537740 -0.445259 0.989563 -0.411746 -0.876756 2.322198 -1.638028 -1.167628 0.0705 0.0707 0.0066 1.194802 1.192584
2459554 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0689 0.0633 0.0042 nan nan
2459553 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0592 0.0603 0.0052 nan nan
2459552 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.429526 0.501949 1.262368 0.591254 0.073821 0.155638 -0.599397 -0.356426 0.0574 0.0542 0.0027 0.000000 0.000000
2459551 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.643838 -0.931964 -1.102231 -0.799842 -0.503806 -0.305981 -0.319732 -0.475226 0.0660 0.0682 0.0045 1.208789 1.206785
2459550 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0314 0.0311 0.0010 nan nan
2459549 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.491796 -0.362052 0.411754 -0.215315 -0.926927 -0.099384 -1.008382 -1.022245 0.0636 0.0633 0.0038 1.186106 1.185091
2459542 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.003110 -0.014078 1.227210 -0.423955 -0.530718 1.514551 -0.968053 -0.835863 0.0691 0.0699 0.0073 1.215599 1.214523
2459541 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.045393 -0.090005 1.132387 -0.366888 -0.098915 -1.180871 -0.452664 -1.130283 0.0658 0.0672 0.0061 1.205707 1.198327
2459540 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.679187 -0.852089 -1.189399 -0.922326 -0.621323 1.173617 -1.018511 -0.948038 0.0728 0.0664 0.0090 1.219384 1.212657
2459536 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.000637 0.371632 1.015162 -0.399761 0.142857 0.010562 -0.186251 2.777814 0.0595 0.0603 0.0063 0.872451 0.870165
2459535 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.504473 -1.092026 -0.928974 -0.869697 -0.791811 2.195501 -0.906153 -0.640963 0.0950 0.0836 0.0167 1.157519 1.149585
2459534 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.317692 -1.184086 -0.914230 -0.994119 0.386650 1.764915 -0.507721 -0.566378 0.0748 0.0663 0.0072 1.192699 1.181020
2459533 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.116757 -0.205326 0.829026 0.357304 -0.486167 1.277151 -1.121482 -0.847680 0.0659 0.0619 0.0062 1.179586 1.176214
2459532 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.149054 -0.570704 1.227832 0.040550 -0.269837 2.495311 -1.176626 -0.675725 0.0728 0.0613 0.0064 0.875408 0.867005
2459530 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.679605 -0.965299 -0.864552 -0.566511 -0.421474 0.184336 -0.682537 0.156398 0.0948 0.0743 0.0114 1.166082 1.157480
2459527 digital_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% -0.104675 -0.000337 1.118843 0.964220 -0.981025 -1.466563 -1.158569 -0.904658 0.0627 0.0651 0.0045 0.000000 0.000000
2459523 digital_ok 100.00% - - - 100.00% 0.00% -0.542644 -0.154496 0.372742 -0.127681 28.699661 28.066481 14.623310 15.998244 nan nan nan 1.479526 1.467106
2459522 digital_ok 0.00% 100.00% 100.00% 0.00% 100.00% 0.00% 0.065763 0.005951 1.077539 -0.436494 0.297714 -0.337915 -1.222852 0.759984 0.0640 0.0604 0.0042 0.866382 0.848881
2459513 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.427212 0.529566 -0.583386 -0.638101 0.189951 -1.039573 -0.397816 -0.994408 0.0316 0.0288 0.0010 nan nan
2459508 digital_ok 0.00% 0.00% 0.00% 0.00% 81.58% 0.00% 0.367373 0.193396 0.626024 0.274418 -0.426708 0.330453 -0.579533 -0.844802 0.9222 0.9563 0.1561 0.000000 0.000000
2459505 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.545237 -0.225518 1.079513 -0.867815 0.600771 0.303064 0.595124 1.727931 0.8938 0.8674 0.1830 5.039218 3.460080
2459503 digital_ok 0.00% 0.00% 0.00% 0.00% 89.47% 0.00% 0.807291 0.519538 1.535052 0.365461 0.734558 -0.231515 -1.087263 0.271632 0.8763 0.8717 0.4332 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 68: 2459796

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Variability 2.420169 0.086688 0.103628 0.820491 0.703092 1.405779 2.420169 -0.165195 -0.259497

Antenna 68: 2459795

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Variability 2.250806 0.222765 0.238078 0.824171 0.009842 2.250806 1.535511 -0.544624 -0.407709

Antenna 68: 2459794

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Variability 2.571840 0.305660 -0.113317 0.109521 0.099592 1.724044 2.571840 -0.322001 0.137800

Antenna 68: 2459793

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Variability 2.733524 0.188220 0.070777 -0.797471 0.979740 1.583718 2.733524 -0.288199 -0.029160

Antenna 68: 2459792

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Discontinuties 2.650851 0.779098 0.511435 -0.176383 0.043552 0.106608 1.513403 2.650851 0.783802

Antenna 68: 2459791

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Variability 1.386333 0.139609 0.030834 0.234126 0.902695 0.969915 1.386333 -0.624729 -0.534307

Antenna 68: 2459790

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Variability 2.195458 0.190804 0.542154 0.633423 -0.171746 2.195458 0.875716 0.443062 -0.131758

Antenna 68: 2459789

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Variability 1.652479 0.306298 0.802178 1.357435 -0.828193 1.652479 1.333100 -0.383387 0.429992

Antenna 68: 2459788

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Variability 1.616985 0.010653 0.034759 1.256942 -0.830688 1.616985 1.418285 -0.363528 -0.076125

Antenna 68: 2459787

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 0.764641 0.764641 0.214008 -0.879977 0.147217 -0.084343 -0.118046 0.200994 -0.922790

Antenna 68: 2459786

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 0.960202 0.258965 0.115734 0.960202 -0.663714 0.323096 0.691432 0.135059 -0.093185

Antenna 68: 2459785

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Variability 1.776362 0.662215 0.835220 0.161936 0.548628 1.776362 1.123747 1.271490 0.992240

Antenna 68: 2459784

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Discontinuties 1.623618 0.443707 0.726060 -0.472342 0.519486 1.244074 0.118782 -0.342097 1.623618

Antenna 68: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 1.040236 -0.225698 0.031830 1.040236 -0.346841 -0.233826 -0.444001 0.121262 -0.086708

Antenna 68: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 1.628941 -0.098546 -0.184484 1.628941 -0.768222 0.223513 -0.874792 0.061240 -0.163365

Antenna 68: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Variability 1.451496 0.074492 0.168763 -0.096224 1.072880 0.880309 1.451496 -0.056190 0.283508

Antenna 68: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 2.466993 0.278159 0.812126 2.466993 -0.500951 2.263045 0.726294 -0.068822 0.036082

Antenna 68: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 2.181861 2.181861 1.862856 -0.459637 1.791147 1.353826 0.380504 0.544427 -0.239191

Antenna 68: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Variability 3.814528 0.307481 1.116007 2.425758 2.244226 0.195904 3.814528 0.385647 -1.379242

Antenna 68: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 1.229661 -0.328152 -0.012379 -0.651152 1.229661 -0.846151 0.392764 -0.914046 0.492889

Antenna 68: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 1.151977 -0.071041 -0.044369 1.151977 -0.697325 1.130137 -0.932313 0.655923 -0.917172

Antenna 68: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 68: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Variability 3.229072 0.157256 1.298827 2.041454 2.665616 -0.004611 3.229072 -0.092765 -1.197665

Antenna 68: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Variability 3.327580 1.530911 0.469927 2.937849 2.081913 3.327580 -0.363815 -1.859096 0.280997

Antenna 68: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 1.369173 -0.139087 0.234765 -0.761292 1.369173 -1.020184 -0.055508 -1.030325 0.477203

Antenna 68: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 1.219708 0.127894 -0.090465 1.219708 -1.000608 -0.079372 -1.269918 0.398584 -0.886859

Antenna 68: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Power 3.582629 1.029385 2.163885 2.728120 3.582629 -0.236281 2.780907 0.390190 -1.562207

Antenna 68: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Power inf 917.812110 283.590478 inf inf 4127.991908 1020.569498 12841.948801 3862.520689

Antenna 68: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Variability 2.262099 0.749772 1.323667 2.062093 1.773273 -0.141283 2.262099 0.604768 -1.523060

Antenna 68: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Variability 7.211217 1.768799 0.686587 3.184482 2.014941 7.211217 1.347250 -1.080072 2.035407

Antenna 68: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 68: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 1.513093 0.397578 0.149420 0.587482 1.513093 0.399475 -0.232998 -1.268164 0.270299

Antenna 68: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 0.878243 -0.225635 0.076127 0.878243 0.433011 0.814036 0.110990 0.194669 -1.111110

Antenna 68: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Discontinuties 2.690621 0.446271 0.219507 -0.044236 1.221876 0.200837 0.557750 -1.302810 2.690621

Antenna 68: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 1.103402 0.277707 0.117959 0.112200 1.103402 -0.210422 0.020767 -1.583142 0.012979

Antenna 68: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 1.523463 0.186070 0.552339 1.523463 0.170220 0.545318 -0.452914 1.273984 -1.217697

Antenna 68: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Variability 3.937335 1.851351 0.852197 3.336772 2.758514 3.937335 0.558420 -1.523414 2.189255

Antenna 68: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Variability 4.649979 2.033360 0.401385 3.286007 2.397932 4.649979 3.311418 -1.272979 1.191782

Antenna 68: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 1.341933 0.191255 0.242871 -0.372672 1.341933 -0.774046 0.038253 -1.133238 0.534635

Antenna 68: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Power 1.648390 0.361033 0.100549 1.176466 1.648390 0.900191 0.323719 -1.087499 0.035119

Antenna 68: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 5.526654 5.526654 2.504283 0.833627 1.873705 0.986160 -0.706889 0.665629 0.196415

Antenna 68: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 68: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 68: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 68: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 68: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 68: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 68: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 8.013856 8.013856 3.593000 2.222805 5.000403 4.057125 1.099900 1.157331 0.455803

Antenna 68: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Power 5.043305 1.621023 0.910888 5.043305 2.805643 3.447161 0.433589 -1.623195 0.557315

Antenna 68: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Temporal Variability 0.984274 -0.433347 0.244751 0.809234 0.747619 0.984274 0.404490 -0.043283 -1.126322

Antenna 68: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 6.480490 3.138563 6.480490 1.610528 1.065594 -1.083162 2.042092 0.099349 0.393066

Antenna 68: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 5.514677 2.748764 5.514677 1.424431 0.854110 -0.505267 -0.305437 -0.181908 0.447380

Antenna 68: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 7.051156 3.386516 7.051156 1.938549 1.038999 -0.367639 -0.273065 0.062880 0.376022

Antenna 68: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Variability 5.787310 0.715607 1.601650 2.773741 3.449263 0.921610 5.787310 0.359039 -0.973949

Antenna 68: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 5.239053 5.239053 2.499338 0.868233 1.480005 0.078965 -0.493822 0.420627 -0.147168

Antenna 68: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 4.481719 2.075238 4.481719 1.875898 0.705101 -1.299569 0.305924 -0.266040 -0.217435

Antenna 68: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 3.249715 1.469810 3.249715 1.092196 0.465636 -1.155421 0.341292 -0.065300 -0.046214

Antenna 68: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 5.202746 2.356742 5.202746 1.598561 0.772147 -1.180537 2.099294 0.079968 0.704255

Antenna 68: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 3.865052 1.637983 3.865052 1.347481 0.475825 -0.551328 -0.431980 -0.549795 -0.337015

Antenna 68: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Power 3.349545 1.889734 0.516806 3.349545 2.295559 3.011322 2.373139 -1.814286 0.366907

Antenna 68: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 3.247204 3.247204 1.362591 0.577707 1.716828 1.005830 0.109533 -0.434547 -0.230493

Antenna 68: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 3.899924 1.685339 3.899924 1.124310 0.586173 -0.726388 1.948276 -0.301468 0.034749

Antenna 68: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Variability 7.215130 5.157227 2.380406 1.076803 2.208857 7.215130 -0.677812 0.543863 0.162860

Antenna 68: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 5.144681 5.144681 2.369416 0.552598 1.528180 0.985942 -1.368937 0.258251 -0.002197

Antenna 68: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 4.216557 4.216557 1.919757 0.658025 1.291109 1.925597 -1.168037 0.708428 0.220175

Antenna 68: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Power 4.242047 1.761438 0.113138 4.242047 2.143955 4.179412 2.246085 -1.377846 0.448642

Antenna 68: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 5.669322 2.643436 5.669322 1.710248 0.985893 -0.226906 1.069572 0.245820 0.198844

Antenna 68: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Power 3.805887 -0.164137 0.959996 2.611265 3.805887 2.164735 2.762741 -0.032678 -1.291076

Antenna 68: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 1.857631 1.142265 1.857631 0.248269 0.217460 -1.556207 -0.242784 -0.828429 -0.658702

Antenna 68: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 2.184161 1.378230 2.184161 -0.054820 0.516563 -1.245430 1.204415 -0.591684 -0.420952

Antenna 68: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Power 4.520095 1.609198 0.272542 4.520095 2.191730 4.266037 2.364592 -1.647017 1.311002

Antenna 68: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 0.681664 0.409068 0.681664 -0.531587 -1.099824 -1.259877 -1.383343 -0.670919 -0.429568

Antenna 68: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 1.042299 0.160367 1.042299 -0.491705 1.029086 -1.146424 -0.938865 -1.031264 -0.664344

Antenna 68: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 2.730067 -0.492053 2.730067 -0.557368 2.492532 -1.033444 0.637312 -1.050349 -0.813981

Antenna 68: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Variability 4.736129 -0.217915 2.677381 -0.996705 3.918819 -0.561094 4.736129 0.377372 -0.788311

Antenna 68: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Power 5.121157 -0.509520 -0.919514 5.121157 0.654256 1.193699 -0.125039 -1.573535 -0.110261

Antenna 68: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Power 2.007446 -0.932954 -0.368590 0.536316 2.007446 -0.363657 0.509204 -0.331365 -1.399643

Antenna 68: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Discontinuties 21.139713 17.932086 17.932086 17.292071 17.292071 13.868195 13.868195 21.139713 21.139713

Antenna 68: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok nn Shape -0.059378 -0.059378 -0.059378 -0.088976 -0.088976 -0.198902 -0.198902 -0.232081 -0.232081

Antenna 68: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Shape 0.773341 0.773341 0.773341 0.736571 0.736571 0.674491 0.674491 0.734633 0.734633

Antenna 68: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 N03 digital_ok ee Temporal Variability 3.705276 -0.437796 1.356736 0.072426 3.135841 0.184183 3.705276 -0.848290 -1.994632

Antenna 68: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 3 digital_ok ee Temporal Discontinuties 6.441002 0.010671 -0.832112 5.441396 1.128047 5.429856 0.171601 6.441002 1.309372

Antenna 68: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 3 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 68: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 3 digital_ok ee Power 6.075393 -1.013691 -0.691634 6.075393 0.634966 -0.346634 -0.165697 -2.348078 0.348612

Antenna 68: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 3 digital_ok ee Power 6.676929 -0.701038 -0.579095 6.676929 0.326935 2.280400 -0.368937 -3.110241 0.305851

Antenna 68: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 3 digital_ok ee Temporal Variability 3.823024 -0.865983 -0.675355 3.190824 0.697730 3.823024 0.109773 -1.900099 -0.059881

Antenna 68: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 3 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 68: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 3 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 68: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 3 digital_ok ee Power 3.527019 -0.651112 -0.714352 0.136011 3.527019 -0.718792 0.075318 -0.912316 -1.470744

Antenna 68: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 3 digital_ok ee Power 3.068395 -0.661402 -0.523340 0.208550 3.068395 -0.599357 0.867674 -0.873282 -1.528593

Antenna 68: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 3 digital_ok ee Power 4.904327 -0.469574 -0.445557 4.904327 0.167414 0.481500 -0.900417 -1.757708 -1.136117

Antenna 68: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 3 digital_ok nn Power 1.205720 -0.864858 -0.476589 1.205720 -0.696490 0.398904 -0.301934 -0.426974 -0.662146

Antenna 68: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 3 digital_ok ee Temporal Variability 0.330659 -0.650498 -0.867416 -1.015685 0.307677 0.330659 -0.237087 -0.677990 -0.250281

Antenna 68: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 3 digital_ok nn Power 0.402229 -0.841806 -0.705213 0.402229 -0.751561 -0.450812 -0.436894 -0.504265 -0.768069

Antenna 68: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 3 digital_ok nn Power 0.320809 -0.056897 -0.684462 -0.775102 0.320809 -1.181381 -0.031295 -0.955705 -0.590438

Antenna 68: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 3 digital_ok nn Temporal Variability 0.540231 -0.738324 -0.185837 0.413948 -0.782670 0.540231 -0.875042 -0.706950 -0.815879

Antenna 68: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 3 digital_ok nn Power 0.069583 -1.146700 -0.391638 0.069583 -0.741527 -0.687399 -1.190326 -0.291592 -0.805578

Antenna 68: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 3 digital_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 68: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
68 3 digital_ok nn Power 0.718285 -1.445970 -0.274199 0.718285 -0.700217 -1.210274 -0.495629 -0.427486 -0.216478

Antenna 68: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
68 3 digital_ok nn Power 0.261051 -0.068058 -0.437773 -0.893012 0.261051 -0.686705 -0.217002 -1.514518 -0.633166